In the realm of high-performance computing, two titans reign: Nvidia's powerful GPUs and Cray's colossal supercomputers. Each system offers a unique strategy to tackling complex computational problems, sparking an ongoing debate among researchers and engineers. Nvidia's GPUs, known for their parallel processing prowess, have become essential in fie